CN108053333A - The wisdom roofing security risk forecasting system and its method of work of a kind of resistant slide - Google Patents

The wisdom roofing security risk forecasting system and its method of work of a kind of resistant slide Download PDF

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Publication number
CN108053333A
CN108053333A CN201711045418.4A CN201711045418A CN108053333A CN 108053333 A CN108053333 A CN 108053333A CN 201711045418 A CN201711045418 A CN 201711045418A CN 108053333 A CN108053333 A CN 108053333A
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CN
China
Prior art keywords
control module
terminal
displacement
roofing
module
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Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
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CN201711045418.4A
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Chinese (zh)
Inventor
余涛
范建桥
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Shandong Yabo Technology Co., Ltd
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Shanghai Ya Zhi Technology Co Ltd
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Priority to CN201711045418.4A priority Critical patent/CN108053333A/en
Publication of CN108053333A publication Critical patent/CN108053333A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/08Construction
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/08Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

Abstract

The invention discloses the present invention provides a kind of wisdom roofing security risk forecasting system of resistant slide, including:Data acquisition mechanism, analysis projecting body and control terminal, wherein, the displacement sensor for detecting displacement and the position sensor for test position are equipped in the data acquisition mechanism, the displacement sensor and position sensor are arranged at each monitoring point of roofing, the data acquisition mechanism is connected by intelligent networking gateway with analyzing the input terminal of projecting body, the output terminal of the analysis prediction module is connected with control terminal, and acquisition module, analysis prediction module and showing interface module are connected with control terminal.The displacement that displacement sensor slides roofing in the present invention is detected, allow it that can accurately understand misalignment, personnel easy to repair make corresponding repair, reinforcement measure, position sensor, it is allowed to be monitored the position being subjected to displacement, it goes manually to be checked without personnel, also greatly improves the efficiency of its work.

Description

The wisdom roofing security risk forecasting system and its method of work of a kind of resistant slide
Technical field
The invention belongs to technical field of buildings, the wisdom roofing security risk forecasting system of more particularly to a kind of resistant slide and Its method of work.
Background technology
The support of light section steel structure metal Roof and panel are all using metal material, and the intensity of this material is all very strong, Therefore for other structures, mainly based on thin plate or thin bar, this structural section and easily generation are lost for design section Surely.Unstable failure, almost without any omen, is a kind of brittle break without apparent early warning before generation, personnel and wealth before generation Production can not be withdrawn within effective time, and consequence of failure is extremely serious in building, should strongly be avoided in design and use A kind of failure mode.
The reason for light section steel structure roofing generation unbalance destruction, mainly load-bearing was excessive, and specific operating mode is to run into larger platform Wind and accumulated snow thicker for a long time.The wherein lower suction of wind-force effect accounts for leading role, that is, roof boarding is above proposed generation by wind direction It is unbalance, easily there is roofing slippage, once there is the risk of roofing sliding.Conventional monitoring means is all difficult to monitor its hair It is raw, it is the difficult point of current building disaster prevention mitigation.
It is existing to the support of light section steel structure metal Roof and the safety monitoring of panel both at home and abroad, from the strict sense for It cannot be referred to as safety monitoring, because all unpredictable generation for destroying risk, can only do building structure health status Real time monitoring.To alarming, notifying personnel and important property to withdraw in time in advance, accident advance occurring robbing to repair, prevent and reduce natural disasters Etc. no practical significance.
The content of the invention
Goal of the invention:For deficiency more than overcoming, the object of the present invention is to provide a kind of wisdom roofing safety of resistant slide Risk Forecast System, it is simple in structure, it is detected by the displacement that displacement sensor is set to slide roofing, makes it accurate True understanding misalignment, personnel easy to repair make corresponding repair, reinforcement measure.
Technical solution:To achieve these goals, the wisdom roofing security risk the present invention provides a kind of resistant slide is pre- Examining system, including:Data acquisition mechanism, analysis projecting body and control terminal, wherein, it is equipped with and uses in the data acquisition mechanism Displacement sensor in detection displacement and the position sensor for test position, the displacement sensor and position sensor At each monitoring point of roofing, the data acquisition mechanism passes through intelligent networking gateway with analyzing the input terminal of projecting body Connection, the output terminal of the analysis prediction module are connected with control terminal, the acquisition module, analysis prediction module and interface Display module is connected with control terminal.The wisdom roofing security risk forecasting system of heretofore described resistant slide its pass through The displacement that displacement sensor slides roofing is set to be detected, allows it that can accurately understand misalignment, people easy to repair Member makes corresponding repair, reinforcement measure, meanwhile, position sensor is also provided with, it is allowed to supervise the position being subjected to displacement It surveys, goes manually to be checked without personnel, greatly improve the security of its working at height, also greatly improve its work The loss of disaster is minimized degree by efficiency.
Intelligent controller is equipped in heretofore described data acquisition mechanism, institute's displacement sensors and position sensor Output terminal is connected with the input terminal of intelligent controller, the input terminal of the intelligent controller output terminal and intelligent networking gateway Connection.
It is equipped in heretofore described analysis prediction module for the home server Edge Server near construction project With for controlling and monitor entire Risk Forecast System Cloud Server;
Receive the observation data transmitted by data acquisition mechanism in the Edge Server, pass through the journey being arranged in the machine Sequence is calculated and made prediction, then will calculate and prediction result be sent to Cloud Server simultaneously will calculate and prediction result pass to User's visualization interface if desired for alarm, starts alarm flow;
The Cloud Server is used to collect the operation data of projects, and the data sent to mist server are monitored, to needing The operating mode to be alarmed carries out secondary analysis, and the remedial measure after early warning occurs instructs.
Monitoring center, client terminal and alarm response system are equipped in heretofore described control terminal, the client is whole It is equipped with to show the BIM models of whole building information in the database at end, the monitoring center, client in the control terminal are whole End and alarm response system are connected with Edge Server, wherein, the setting of BIM models allows it that can realize three in display Dimension display, the location information that more intuitive understanding sliding generates.
Calculating and integrated control platform are equipped in heretofore described Cloud Server, is made of multiple servers host.
Image collecting device is additionally provided in heretofore described data acquisition mechanism, described image harvester passes through Internet of Things Net intelligent gateway is connected with analyzing the input terminal of projecting body.
Terminal control unit is equipped in heretofore described control terminal, being equipped with Data Detection in the terminal control unit controls Module, gateway control module, analysis PREDICTIVE CONTROL module, terminal control module and controller module, the Data Detection control Module is connected with data acquisition mechanism, and the gateway control module is connected with intelligent networking gateway, the analysis PREDICTIVE CONTROL Module is connected with analysis prediction module, the Data Detection control module, gateway control module, analysis PREDICTIVE CONTROL module, end End control module is connected with controller module.
Monitoring center control module, displaying control module and controlling alarm are equipped in heretofore described terminal control module Module, monitoring center control module, displaying control module and alarm control module in the terminal control module respectively with prison Control center, client terminal are connected with alarm response system.
Displacement detecting control module, position detection control module and picture are equipped in heretofore described detection control module Processing and control module, the displacement detecting control module are connected with displacement sensor, the position detection control module and position Sensor connection is put, the picture processing and control module is connected with image collecting device.
The work side of the wisdom roofing security risk forecasting system of heretofore described resistant slide, specific method of work It is as follows:
1):The displacement sensor in data acquisition mechanism and position sensor are set to each monitoring point first;
2):The displacement and position that displacement sensor and position sensor slide roofing are detected, and pass through Internet of Things intelligence The data of detection are sent to analysis prediction module by energy gateway;
3):At the same time, image collecting device is constantly acquired the situation of roofing, and the data of acquisition are sent to point Analyse prediction module;
4):Then the Edge Server analyzed in prediction module analyzes the data received, analyzes the distance of displacement And the location information being subjected to displacement, then send the result of detection and analysis to Cloud Server, and by the result of analyzing and processing Showing interface mould terminal in the block is sent to be shown;
5):When Edge Server analysis in previous step is obtained a result, according to the distance of displacement, the position being subjected to displacement And be subjected to displacement position image conditions comprehensive analysis result judgement its whether need to alarm, if necessary to so start report Alert flow carries out alert process by alarm response system;
6):Cloud Server is to after the data that receive, secondary analysis processing is carried out to the operating mode of the alarm of edge startup of server Remedial measure after early warning occurs instructs;
7):Alarm response system work simultaneously by warning message by way of client software, mail, short message automatic push To related management personnel and responsible person.
Above-mentioned technical proposal can be seen that the present invention and have the advantages that:
1st, the wisdom roofing security risk forecasting system of heretofore described resistant slide its by setting displacement sensor to room The displacement of face sliding is detected, and allows it that can accurately understand misalignment, and personnel easy to repair make corresponding repair, add Gu measure, meanwhile, be also provided with position sensor, it allowed to be monitored the position being subjected to displacement, without personnel go manually into Row checks, greatly improves the security of its working at height, also greatly improves the efficiency of its work, and the loss of disaster is dropped To minimum level.
2nd, image collecting device is also provided in the present invention, image receipts is carried out to the situation of roofing by image collecting device Collection gets information about the concrete condition of roofing sliding according to the image of collection, it is allowed in time, accurately can to make reply and is arranged It applies, staff is avoided to greatly improve the efficiency of its work to scene into surveying repeatedly, improves the accuracy of its judgement.
Description of the drawings
Fig. 1 is the structure diagram of the wisdom roofing security risk forecasting system of resistant slide of the present invention;
In figure:Data acquisition mechanism -1, analysis projecting body -2, control terminal -3, intelligent networking gateway -4, displacement sensor 11st, position sensor -12, image collecting device 13.
Specific embodiment
In the following with reference to the drawings and specific embodiments, the present invention is furture elucidated.
Embodiment
A kind of wisdom roofing security risk forecasting system of resistant slide as depicted, including:Data acquisition mechanism 1 divides Projecting body 2 and control terminal 3 are analysed, wherein, it is equipped with to detect the displacement sensor 11 of displacement in the data acquisition mechanism 1 With the position sensor 12 for test position, the displacement sensor 11 and position sensor 12 are arranged on each monitoring of roofing At point, the data acquisition mechanism 1 is connected by intelligent networking gateway 4 with analyzing the input terminal of projecting body 2, the analysis The output terminal of prediction module 2 is connected with control terminal 3, the acquisition module 1, analysis prediction module 2 and showing interface module 3 It is connected with control terminal 4.
Intelligent controller is equipped in data acquisition mechanism described in the present embodiment 1, institute's displacement sensors 11 and position pass The output terminal of sensor 12 is connected with the input terminal of intelligent controller, the intelligent controller output terminal and intelligent networking gateway 4 input terminal connection.
It analyzes in prediction module 2 and is equipped with for the home server edge service near construction project described in the present embodiment Device and for controlling and monitoring entire Risk Forecast System Cloud Server;
Receive the observation data transmitted by data acquisition mechanism in the Edge Server, pass through the journey being arranged in the machine Sequence is calculated and made prediction, then will calculate and prediction result be sent to Cloud Server simultaneously will calculate and prediction result pass to User's visualization interface if desired for alarm, starts alarm flow;
The Cloud Server is used to collect the operation data of projects, and the data sent to mist server are monitored, to needing The operating mode to be alarmed carries out secondary analysis, and the remedial measure after early warning occurs instructs.
Monitoring center, client terminal and alarm response system, the client are equipped in control terminal 4 described in the present embodiment It is equipped with to show the BIM models of whole building information in the database of terminal, monitoring center, visitor in the control terminal 4 Family terminal and alarm response system are connected with Edge Server.
Calculating and integrated control platform are equipped with described in the present embodiment in Cloud Server, is made of multiple servers host.
Image collecting device 13, described image harvester 13 are additionally provided in data acquisition mechanism described in the present embodiment 1 It is connected by intelligent networking gateway 4 with analyzing the input terminal of projecting body 2.
Terminal control unit is equipped in control terminal 3 described in the present embodiment, Data Detection is equipped in the terminal control unit Control module, gateway control module, analysis PREDICTIVE CONTROL module, terminal control module and controller module, the Data Detection Control module is connected with data acquisition mechanism 1, and the gateway control module is connected with intelligent networking gateway 4, and the analysis is pre- It surveys control module to be connected with analysis prediction module 2, the Data Detection control module, gateway control module, analysis PREDICTIVE CONTROL Module, terminal control module are connected with controller module.
Monitoring center control module, displaying control module and alarm control are equipped with described in the present embodiment in terminal control module Molding block, monitoring center control module, displaying control module and alarm control module in the terminal control module respectively with Monitoring center, client terminal are connected with alarm response system.
It is detected described in the present embodiment and displacement detecting control module, position detection control module and figure is equipped in control module Piece processing and control module, the displacement detecting control module are connected with displacement sensor 11, the position detection control module It is connected with position sensor 12, the picture processing and control module is connected with image collecting device 13.
Embodiment 2
A kind of wisdom roofing security risk forecasting system of resistant slide as depicted, including:Data acquisition mechanism 1, analysis are pre- Mechanism 2 and control terminal 3 are surveyed, wherein, the displacement sensor 11 for detecting displacement is equipped in the data acquisition mechanism 1 and is used In the position sensor 12 of test position, the displacement sensor 11 and position sensor 12 are arranged on each monitoring point of roofing Place, the data acquisition mechanism 1 are connected by intelligent networking gateway 4 with analyzing the input terminal of projecting body 2, and the analysis is pre- The output terminal for surveying module 2 is connected with control terminal 3, and the acquisition module 1, analysis prediction module 2 and showing interface module 3 are equal It is connected with control terminal 4.
Intelligent controller is equipped in data acquisition mechanism described in the present embodiment 1, institute's displacement sensors 11 and position pass The output terminal of sensor 12 is connected with the input terminal of intelligent controller, the intelligent controller output terminal and intelligent networking gateway 4 input terminal connection.
It analyzes in prediction module 2 and is equipped with for the home server edge service near construction project described in the present embodiment Device and for controlling and monitoring entire Risk Forecast System Cloud Server;
Receive the observation data transmitted by data acquisition mechanism in the Edge Server, pass through the journey being arranged in the machine Sequence is calculated and made prediction, then will calculate and prediction result be sent to Cloud Server simultaneously will calculate and prediction result pass to User's visualization interface if desired for alarm, starts alarm flow;
The Cloud Server is used to collect the operation data of projects, and the data sent to mist server are monitored, to needing The operating mode to be alarmed carries out secondary analysis, and the remedial measure after early warning occurs instructs.
Monitoring center, client terminal and alarm response system, the client are equipped in control terminal 4 described in the present embodiment It is equipped with to show the BIM models of whole building information in the database of terminal, monitoring center, visitor in the control terminal 4 Family terminal and alarm response system are connected with Edge Server.
Calculating and integrated control platform are equipped with described in the present embodiment in Cloud Server, is made of multiple servers host.
Image collecting device 13, described image harvester 13 are additionally provided in data acquisition mechanism described in the present embodiment 1 It is connected by intelligent networking gateway 4 with analyzing the input terminal of projecting body 2.
Terminal control unit is equipped in control terminal 3 described in the present embodiment, Data Detection is equipped in the terminal control unit Control module, gateway control module, analysis PREDICTIVE CONTROL module, terminal control module and controller module, the Data Detection Control module is connected with data acquisition mechanism 1, and the gateway control module is connected with intelligent networking gateway 4, and the analysis is pre- It surveys control module to be connected with analysis prediction module 2, the Data Detection control module, gateway control module, analysis PREDICTIVE CONTROL Module, terminal control module are connected with controller module.
Monitoring center control module, displaying control module and alarm control are equipped with described in the present embodiment in terminal control module Molding block, monitoring center control module, displaying control module and alarm control module in the terminal control module respectively with Monitoring center, client terminal are connected with alarm response system.
It is detected described in the present embodiment and displacement detecting control module, position detection control module and figure is equipped in control module Piece processing and control module, the displacement detecting control module are connected with displacement sensor 11, the position detection control module It is connected with position sensor 12, the picture processing and control module is connected with image collecting device 13.
The method of work of the wisdom roofing security risk forecasting system of resistant slide described in the present embodiment, it is specific to work Method is as follows:
1):The displacement sensor 11 in data acquisition mechanism 1 and position sensor 12 are set each monitoring point first;
2):The displacement and position that displacement sensor 11 and position sensor 12 slide roofing are detected, and pass through Internet of Things The data of detection are sent to analysis prediction module 2 by net intelligent gateway 4;
3):At the same time, image collecting device 13 is constantly acquired the situation of roofing, and the data of acquisition are sent to Analyze prediction module 2;
4):Then the Edge Server analyzed in prediction module 2 analyzes the data received, analyzes the distance of displacement And the location information being subjected to displacement, then send the result of detection and analysis to Cloud Server, and by the result of analyzing and processing The terminal being sent in showing interface module 3 is shown;
5):When Edge Server analysis in previous step is obtained a result, according to the distance of displacement, the position being subjected to displacement And be subjected to displacement position image conditions comprehensive analysis result judgement its whether need to alarm, if necessary to so start report Alert flow carries out alert process by alarm response system;
6):Cloud Server is to after the data that receive, secondary analysis processing is carried out to the operating mode of the alarm of edge startup of server Remedial measure after early warning occurs instructs;
7):Alarm response system work simultaneously by warning message by way of client software, mail, short message automatic push To related management personnel and responsible person.
The above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art For member, without departing from the principle of the present invention, several improvement can also be made, these improvement also should be regarded as the present invention's Protection domain.

Claims (10)

1. a kind of wisdom roofing security risk forecasting system of resistant slide, it is characterised in that:Including:Data acquisition mechanism(1), point Analyse projecting body(2)And control terminal(3), wherein, the data acquisition mechanism(1)In be equipped with for detect displacement displacement pass Sensor(11)With the position sensor for test position(12), the displacement sensor(11)And position sensor(12)If At each monitoring point of roofing, the data acquisition mechanism(1)Pass through intelligent networking gateway(4)With analyzing projecting body(2) Input terminal connection, the analysis prediction module(2)Output terminal and control terminal(3)Connection, the acquisition module(1), point Analyse prediction module(2)And showing interface module(3)And control terminal(4)Connection.
2. the wisdom roofing security risk forecasting system of resistant slide according to claim 1, it is characterised in that:The data Collecting mechanism(1)In be equipped with intelligent controller, institute's displacement sensors(11)And position sensor(12)Output terminal and intelligence The input terminal connection of energy controller, the intelligent controller output terminal and intelligent networking gateway(4)Input terminal connection.
3. the wisdom roofing security risk forecasting system of resistant slide according to claim 1, it is characterised in that:The analysis Prediction module(2)In be equipped with for the home server Edge Server near construction project and for controlling and monitoring entire wind Dangerous forecasting system Cloud Server;
Receive the observation data transmitted by data acquisition mechanism in the Edge Server, pass through the journey being arranged in the machine Sequence is calculated and made prediction, then will calculate and prediction result be sent to Cloud Server simultaneously will calculate and prediction result pass to User's visualization interface if desired for alarm, starts alarm flow;
The Cloud Server is used to collect the operation data of projects, and the data sent to mist server are monitored, to needing The operating mode to be alarmed carries out secondary analysis, and the remedial measure after early warning occurs instructs.
4. the wisdom roofing security risk forecasting system of resistant slide according to claim 1, it is characterised in that:The control Terminal(4)In be equipped with monitoring center, client terminal and alarm response system, be equipped in the database of the client terminal to show Show the BIM models of whole building information, the control terminal(4)In monitoring center, client terminal and alarm response system it is equal It is connected with Edge Server.
5. the wisdom roofing security risk forecasting system of resistant slide according to claim 1, it is characterised in that:The data Collecting mechanism(1)In be additionally provided with image collecting device(13), described image harvester(13)Pass through intelligent networking gateway(4) With analyzing projecting body(2)Input terminal connection.
6. the wisdom roofing security risk forecasting system of resistant slide according to claim 1, it is characterised in that:The control Terminal(3)In be equipped with terminal control unit, be equipped in the terminal control unit Data Detection control module, gateway control module, point Analyse PREDICTIVE CONTROL module, terminal control module and controller module, the Data Detection control module and data acquisition mechanism(1) Connection, the gateway control module and intelligent networking gateway(4)Connection, the analysis PREDICTIVE CONTROL module and analysis prediction mould Block(2)Connection, the Data Detection control module, gateway control module, analysis PREDICTIVE CONTROL module, terminal control module with Controller module connects.
7. the wisdom roofing security risk forecasting system of resistant slide according to claim 7, it is characterised in that:The terminal Monitoring center control module is equipped in control module, shows control module and alarm control module, in the terminal control module Monitoring center control module, displaying control module and alarm control module respectively with monitoring center, client terminal and alarm ring System is answered to connect.
8. the wisdom roofing security risk forecasting system of resistant slide according to claim 7, it is characterised in that:The detection Displacement detecting control module, position detection control module and picture processing and control module, the displacement are equipped in control module Detect control module and displacement sensor(11)Connection, the position detection control module and position sensor(12)Connection, institute State picture processing and control module and image collecting device(13)Connection.
9. according to the method for work of the wisdom roofing security risk forecasting system of claim 1 to 8 any one of them resistant slide, It is characterized in that:Specific method of work is as follows:
1):First data acquisition mechanism(1)In displacement sensor(11)And position sensor(12)Each monitoring is set Point;
2):Displacement sensor(11)And position sensor(12)The displacement and position of roofing sliding are detected, and passed through Intelligent networking gateway(4)The data of detection are sent to analysis prediction module(2);
3):At the same time, image collecting device(13)Constantly the situation of roofing is acquired, and the data of acquisition are transmitted Give analysis prediction module(2);
4):Then prediction module is analyzed(2)In Edge Server the data received are analyzed, analyze displacement away from From and the location information that is subjected to displacement, then send the result of detection and analysis to Cloud Server, and by the knot of analyzing and processing Fruit is sent to showing interface module(3)In terminal shown;
5):When Edge Server analysis in previous step is obtained a result, according to the distance of displacement, the position being subjected to displacement And be subjected to displacement position image conditions comprehensive analysis result judgement its whether need to alarm, if necessary to so start report Alert flow carries out alert process by alarm response system;
6):Cloud Server is to after the data that receive, secondary analysis processing is carried out to the operating mode of the alarm of edge startup of server Remedial measure after early warning occurs instructs;
7):Alarm response system work simultaneously by warning message by way of client software, mail, short message automatic push To related management personnel and responsible person.
10. the method for work of the wisdom roofing security risk forecasting system for the resistant slide stated according to claim 9, feature exist In:During the wisdom roofing security risk forecasting system works, the data acquisition mechanism(1)In position sensor (12)And displacement sensor(11)It can be used in combination, for detecting the wind speed of roofing-deformation time-history curves.
CN201711045418.4A 2017-10-31 2017-10-31 The wisdom roofing security risk forecasting system and its method of work of a kind of resistant slide Pending CN108053333A (en)

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Publication number Priority date Publication date Assignee Title
CN113125139A (en) * 2021-04-16 2021-07-16 北京航空航天大学 Metal roof fault monitoring and early warning system based on intelligent support

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Publication number Priority date Publication date Assignee Title
CN105318857A (en) * 2015-11-18 2016-02-10 森特士兴集团股份有限公司 An intelligent roof panel deformation detection management system and detection management method
US20170176033A1 (en) * 2015-12-18 2017-06-22 Archimedes Controls Corp. Intelligent mission critical environmental monitoring and energy management system
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